Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 10526 |
| Missing cells | 31577 |
| Missing cells (%) | 11.5% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.1 MiB |
| Average record size in memory | 208.0 B |
Variable types
| Categorical | 7 |
|---|---|
| Numeric | 16 |
| DateTime | 1 |
| Unsupported | 2 |
State has constant value "" | Constant |
Unnamed: 25 has constant value "" | Constant |
Borough is highly overall correlated with City and 3 other fields | High correlation |
City is highly overall correlated with Borough and 4 other fields | High correlation |
Dewpot_Avg is highly overall correlated with Dewpot_M and 4 other fields | High correlation |
Dewpot_M is highly overall correlated with Dewpot_Avg and 5 other fields | High correlation |
Dewpot_Max is highly overall correlated with Dewpot_Avg and 4 other fields | High correlation |
Pressure_M is highly overall correlated with Pressure_Max | High correlation |
Pressure_Max is highly overall correlated with Pressure_M | High correlation |
Station is highly overall correlated with Borough and 6 other fields | High correlation |
Wdspeed_Avg is highly overall correlated with City and 3 other fields | High correlation |
Wdspeed_Max is highly overall correlated with Station and 2 other fields | High correlation |
humidity_avg is highly overall correlated with Dewpot_M and 3 other fields | High correlation |
humidity_m is highly overall correlated with humidity_avg and 1 other fields | High correlation |
humidity_max is highly overall correlated with humidity_avg and 2 other fields | High correlation |
latitude is highly overall correlated with Borough and 3 other fields | High correlation |
longitude is highly overall correlated with Borough and 3 other fields | High correlation |
precipitation_total is highly overall correlated with humidity_avg and 1 other fields | High correlation |
temperature_avg is highly overall correlated with Dewpot_Avg and 4 other fields | High correlation |
temperature_m is highly overall correlated with Dewpot_Avg and 4 other fields | High correlation |
temperature_max is highly overall correlated with Dewpot_Avg and 4 other fields | High correlation |
zipcode is highly overall correlated with Station and 2 other fields | High correlation |
Unnamed: 23 has 10526 (100.0%) missing values | Missing |
Unnamed: 24 has 10526 (100.0%) missing values | Missing |
Unnamed: 25 has 10525 (> 99.9%) missing values | Missing |
Pressure_M is highly skewed (γ1 = -34.41313394) | Skewed |
Station is uniformly distributed | Uniform |
latitude is uniformly distributed | Uniform |
longitude is uniformly distributed | Uniform |
Borough is uniformly distributed | Uniform |
City is uniformly distributed | Uniform |
Unnamed: 23 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 24 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Wdspeed_Avg has 505 (4.8%) zeros | Zeros |
Wdspeed_M has 9827 (93.4%) zeros | Zeros |
precipitation_total has 6528 (62.0%) zeros | Zeros |
Reproduction
| Analysis started | 2023-11-28 16:24:52.156508 |
|---|---|
| Analysis finished | 2023-11-28 16:25:16.255099 |
| Duration | 24.1 seconds |
| Software version | ydata-profiling vv4.6.2 |
| Download configuration | config.json |
Station
Categorical
HIGH CORRELATION UNIFORM
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 82.4 KiB |
| KNYBRONX14 | |
|---|---|
| KNYNEWYO103 | |
| KNYNEWYO343 | |
| KNYJACKS2 | |
| KNYBROOK54 |
Length
| Max length | 11 |
|---|---|
| Median length | 10 |
| Mean length | 10.200171 |
| Min length | 9 |
Characters and Unicode
| Total characters | 107367 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | KNYBRONX14 |
|---|---|
| 2nd row | KNYBRONX14 |
| 3rd row | KNYBRONX14 |
| 4th row | KNYBRONX14 |
| 5th row | KNYBRONX14 |
Common Values
| Value | Count | Frequency (%) |
| KNYBRONX14 | 2107 | |
| KNYNEWYO103 | 2107 | |
| KNYNEWYO343 | 2106 | |
| KNYJACKS2 | 2106 | |
| KNYBROOK54 | 2100 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| knybronx14 | 2107 | |
| knynewyo103 | 2107 | |
| knynewyo343 | 2106 | |
| knyjacks2 | 2106 | |
| knybrook54 | 2100 |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 16846 | |
| Y | 14739 | |
| K | 14732 | |
| O | 10520 | |
| 3 | 6319 | 5.9% |
| 4 | 6313 | 5.9% |
| 1 | 4214 | 3.9% |
| W | 4213 | 3.9% |
| E | 4213 | 3.9% |
| R | 4207 | 3.9% |
| Other values (9) | 21051 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 84208 | |
| Decimal Number | 23159 | 21.6% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 16846 | |
| Y | 14739 | |
| K | 14732 | |
| O | 10520 | |
| W | 4213 | 5.0% |
| E | 4213 | 5.0% |
| R | 4207 | 5.0% |
| B | 4207 | 5.0% |
| X | 2107 | 2.5% |
| J | 2106 | 2.5% |
| Other values (3) | 6318 | 7.5% |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 6319 | |
| 4 | 6313 | |
| 1 | 4214 | |
| 0 | 2107 | 9.1% |
| 2 | 2106 | 9.1% |
| 5 | 2100 | 9.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 84208 | |
| Common | 23159 | 21.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 16846 | |
| Y | 14739 | |
| K | 14732 | |
| O | 10520 | |
| W | 4213 | 5.0% |
| E | 4213 | 5.0% |
| R | 4207 | 5.0% |
| B | 4207 | 5.0% |
| X | 2107 | 2.5% |
| J | 2106 | 2.5% |
| Other values (3) | 6318 | 7.5% |
Common
| Value | Count | Frequency (%) |
| 3 | 6319 | |
| 4 | 6313 | |
| 1 | 4214 | |
| 0 | 2107 | 9.1% |
| 2 | 2106 | 9.1% |
| 5 | 2100 | 9.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 107367 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 16846 | |
| Y | 14739 | |
| K | 14732 | |
| O | 10520 | |
| 3 | 6319 | 5.9% |
| 4 | 6313 | 5.9% |
| 1 | 4214 | 3.9% |
| W | 4213 | 3.9% |
| E | 4213 | 3.9% |
| R | 4207 | 3.9% |
| Other values (9) | 21051 |
latitude
Categorical
HIGH CORRELATION UNIFORM
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 82.4 KiB |
| 40.8616 | |
|---|---|
| 40.5674 | |
| 40.7638 | |
| 40.7557 | |
| 40.6215 |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 73682 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 40.8616 |
|---|---|
| 2nd row | 40.8616 |
| 3rd row | 40.8616 |
| 4th row | 40.8616 |
| 5th row | 40.8616 |
Common Values
| Value | Count | Frequency (%) |
| 40.8616 | 2107 | |
| 40.5674 | 2107 | |
| 40.7638 | 2106 | |
| 40.7557 | 2106 | |
| 40.6215 | 2100 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 40.8616 | 2107 | |
| 40.5674 | 2107 | |
| 40.7638 | 2106 | |
| 40.7557 | 2106 | |
| 40.6215 | 2100 |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 12633 | |
| 6 | 10527 | |
| 0 | 10526 | |
| . | 10526 | |
| 7 | 8425 | |
| 5 | 8419 | |
| 8 | 4213 | 5.7% |
| 1 | 4207 | 5.7% |
| 3 | 2106 | 2.9% |
| 2 | 2100 | 2.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 63156 | |
| Other Punctuation | 10526 | 14.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 12633 | |
| 6 | 10527 | |
| 0 | 10526 | |
| 7 | 8425 | |
| 5 | 8419 | |
| 8 | 4213 | 6.7% |
| 1 | 4207 | 6.7% |
| 3 | 2106 | 3.3% |
| 2 | 2100 | 3.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 10526 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 73682 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 4 | 12633 | |
| 6 | 10527 | |
| 0 | 10526 | |
| . | 10526 | |
| 7 | 8425 | |
| 5 | 8419 | |
| 8 | 4213 | 5.7% |
| 1 | 4207 | 5.7% |
| 3 | 2106 | 2.9% |
| 2 | 2100 | 2.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 73682 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 4 | 12633 | |
| 6 | 10527 | |
| 0 | 10526 | |
| . | 10526 | |
| 7 | 8425 | |
| 5 | 8419 | |
| 8 | 4213 | 5.7% |
| 1 | 4207 | 5.7% |
| 3 | 2106 | 2.9% |
| 2 | 2100 | 2.9% |
longitude
Categorical
HIGH CORRELATION UNIFORM
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 82.4 KiB |
| -73.8809 | |
|---|---|
| -74.1343 | |
| -73.9918 | |
| -73.8831 | |
| -74.0096 |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Characters and Unicode
| Total characters | 84208 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -73.8809 |
|---|---|
| 2nd row | -73.8809 |
| 3rd row | -73.8809 |
| 4th row | -73.8809 |
| 5th row | -73.8809 |
Common Values
| Value | Count | Frequency (%) |
| -73.8809 | 2107 | |
| -74.1343 | 2107 | |
| -73.9918 | 2106 | |
| -73.8831 | 2106 | |
| -74.0096 | 2100 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 73.8809 | 2107 | |
| 74.1343 | 2107 | |
| 73.9918 | 2106 | |
| 73.8831 | 2106 | |
| 74.0096 | 2100 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 12639 | |
| 8 | 10532 | |
| - | 10526 | |
| 7 | 10526 | |
| . | 10526 | |
| 9 | 8419 | |
| 1 | 6319 | |
| 4 | 6314 | |
| 0 | 6307 | |
| 6 | 2100 | 2.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 63156 | |
| Dash Punctuation | 10526 | 12.5% |
| Other Punctuation | 10526 | 12.5% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 12639 | |
| 8 | 10532 | |
| 7 | 10526 | |
| 9 | 8419 | |
| 1 | 6319 | |
| 4 | 6314 | |
| 0 | 6307 | |
| 6 | 2100 | 3.3% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 10526 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 10526 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 84208 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 12639 | |
| 8 | 10532 | |
| - | 10526 | |
| 7 | 10526 | |
| . | 10526 | |
| 9 | 8419 | |
| 1 | 6319 | |
| 4 | 6314 | |
| 0 | 6307 | |
| 6 | 2100 | 2.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 84208 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 12639 | |
| 8 | 10532 | |
| - | 10526 | |
| 7 | 10526 | |
| . | 10526 | |
| 9 | 8419 | |
| 1 | 6319 | |
| 4 | 6314 | |
| 0 | 6307 | |
| 6 | 2100 | 2.5% |
Borough
Categorical
HIGH CORRELATION UNIFORM
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 82.4 KiB |
| Bronx | |
|---|---|
| Staten Island | |
| Manhattan | |
| Queens | |
| Brooklyn |
Length
| Max length | 13 |
|---|---|
| Median length | 8 |
| Mean length | 8.200266 |
| Min length | 5 |
Characters and Unicode
| Total characters | 86316 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Bronx |
|---|---|
| 2nd row | Bronx |
| 3rd row | Bronx |
| 4th row | Bronx |
| 5th row | Bronx |
Common Values
| Value | Count | Frequency (%) |
| Bronx | 2107 | |
| Staten Island | 2107 | |
| Manhattan | 2106 | |
| Queens | 2106 | |
| Brooklyn | 2100 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| bronx | 2107 | |
| staten | 2107 | |
| island | 2107 | |
| manhattan | 2106 | |
| queens | 2106 | |
| brooklyn | 2100 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 14739 | |
| a | 10532 | |
| t | 8426 | |
| e | 6319 | 7.3% |
| o | 6307 | 7.3% |
| s | 4213 | 4.9% |
| B | 4207 | 4.9% |
| r | 4207 | 4.9% |
| l | 4207 | 4.9% |
| d | 2107 | 2.4% |
| Other values (10) | 21052 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 71576 | |
| Uppercase Letter | 12633 | 14.6% |
| Space Separator | 2107 | 2.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 14739 | |
| a | 10532 | |
| t | 8426 | |
| e | 6319 | |
| o | 6307 | |
| s | 4213 | 5.9% |
| r | 4207 | 5.9% |
| l | 4207 | 5.9% |
| d | 2107 | 2.9% |
| x | 2107 | 2.9% |
| Other values (4) | 8412 |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 4207 | |
| I | 2107 | |
| S | 2107 | |
| M | 2106 | |
| Q | 2106 |
Space Separator
| Value | Count | Frequency (%) |
| 2107 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 84209 | |
| Common | 2107 | 2.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 14739 | |
| a | 10532 | |
| t | 8426 | |
| e | 6319 | 7.5% |
| o | 6307 | 7.5% |
| s | 4213 | 5.0% |
| B | 4207 | 5.0% |
| r | 4207 | 5.0% |
| l | 4207 | 5.0% |
| d | 2107 | 2.5% |
| Other values (9) | 18945 |
Common
| Value | Count | Frequency (%) |
| 2107 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 86316 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 14739 | |
| a | 10532 | |
| t | 8426 | |
| e | 6319 | 7.3% |
| o | 6307 | 7.3% |
| s | 4213 | 4.9% |
| B | 4207 | 4.9% |
| r | 4207 | 4.9% |
| l | 4207 | 4.9% |
| d | 2107 | 2.4% |
| Other values (10) | 21052 |
City
Categorical
HIGH CORRELATION UNIFORM
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 82.4 KiB |
| Botanical Garden | |
|---|---|
| Richmondtown | |
| New York | |
| Jackson Heights | |
| Dyker Heights |
Length
| Max length | 16 |
|---|---|
| Median length | 13 |
| Mean length | 12.800114 |
| Min length | 8 |
Characters and Unicode
| Total characters | 134734 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Botanical Garden |
|---|---|
| 2nd row | Botanical Garden |
| 3rd row | Botanical Garden |
| 4th row | Botanical Garden |
| 5th row | Botanical Garden |
Common Values
| Value | Count | Frequency (%) |
| Botanical Garden | 2107 | |
| Richmondtown | 2107 | |
| New York | 2106 | |
| Jackson Heights | 2106 | |
| Dyker Heights | 2100 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| heights | 4206 | |
| botanical | 2107 | |
| garden | 2107 | |
| richmondtown | 2107 | |
| new | 2106 | |
| york | 2106 | |
| jackson | 2106 | |
| dyker | 2100 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 10534 | 7.8% |
| o | 10533 | 7.8% |
| e | 10519 | 7.8% |
| a | 8427 | 6.3% |
| t | 8420 | 6.2% |
| i | 8420 | 6.2% |
| 8419 | 6.2% | |
| c | 6320 | 4.7% |
| h | 6313 | 4.7% |
| r | 6313 | 4.7% |
| Other values (16) | 50516 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 107370 | |
| Uppercase Letter | 18945 | 14.1% |
| Space Separator | 8419 | 6.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 10534 | |
| o | 10533 | |
| e | 10519 | |
| a | 8427 | 7.8% |
| t | 8420 | 7.8% |
| i | 8420 | 7.8% |
| c | 6320 | 5.9% |
| h | 6313 | 5.9% |
| r | 6313 | 5.9% |
| s | 6312 | 5.9% |
| Other values (7) | 25259 |
Uppercase Letter
| Value | Count | Frequency (%) |
| H | 4206 | |
| B | 2107 | |
| R | 2107 | |
| G | 2107 | |
| Y | 2106 | |
| N | 2106 | |
| J | 2106 | |
| D | 2100 |
Space Separator
| Value | Count | Frequency (%) |
| 8419 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 126315 | |
| Common | 8419 | 6.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 10534 | 8.3% |
| o | 10533 | 8.3% |
| e | 10519 | 8.3% |
| a | 8427 | 6.7% |
| t | 8420 | 6.7% |
| i | 8420 | 6.7% |
| c | 6320 | 5.0% |
| h | 6313 | 5.0% |
| r | 6313 | 5.0% |
| s | 6312 | 5.0% |
| Other values (15) | 44204 |
Common
| Value | Count | Frequency (%) |
| 8419 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 134734 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 10534 | 7.8% |
| o | 10533 | 7.8% |
| e | 10519 | 7.8% |
| a | 8427 | 6.3% |
| t | 8420 | 6.2% |
| i | 8420 | 6.2% |
| 8419 | 6.2% | |
| c | 6320 | 4.7% |
| h | 6313 | 4.7% |
| r | 6313 | 4.7% |
| Other values (16) | 50516 |
State
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 82.4 KiB |
| NY |
|---|
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 21052 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NY |
|---|---|
| 2nd row | NY |
| 3rd row | NY |
| 4th row | NY |
| 5th row | NY |
Common Values
| Value | Count | Frequency (%) |
| NY | 10526 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| ny | 10526 |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 10526 | |
| Y | 10526 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 21052 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 10526 | |
| Y | 10526 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 21052 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 10526 | |
| Y | 10526 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 21052 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 10526 | |
| Y | 10526 |
zipcode
Real number (ℝ)
HIGH CORRELATION
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10676.083 |
| Minimum | 10018 |
|---|---|
| Maximum | 11372 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 82.4 KiB |
Quantile statistics
| Minimum | 10018 |
|---|---|
| 5-th percentile | 10018 |
| Q1 | 10306 |
| median | 10458 |
| Q3 | 11228 |
| 95-th percentile | 11372 |
| Maximum | 11372 |
| Range | 1354 |
| Interquartile range (IQR) | 922 |
Descriptive statistics
| Standard deviation | 530.32058 |
|---|---|
| Coefficient of variation (CV) | 0.049673705 |
| Kurtosis | -1.6451312 |
| Mean | 10676.083 |
| Median Absolute Deviation (MAD) | 440 |
| Skewness | 0.21294881 |
| Sum | 1.1237645 × 108 |
| Variance | 281239.92 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 10458 | 2107 | |
| 10018 | 2106 | |
| 11372 | 2106 | |
| 11228 | 2100 | |
| 10306 | 1828 | |
| 10308 | 279 | 2.7% |
| Value | Count | Frequency (%) |
| 10018 | 2106 | |
| 10306 | 1828 | |
| 10308 | 279 | 2.7% |
| 10458 | 2107 | |
| 11228 | 2100 | |
| 11372 | 2106 |
| Value | Count | Frequency (%) |
| 11372 | 2106 | |
| 11228 | 2100 | |
| 10458 | 2107 | |
| 10308 | 279 | 2.7% |
| 10306 | 1828 | |
| 10018 | 2106 |
wdate
Date
| Distinct | 2107 |
|---|---|
| Distinct (%) | 20.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 82.4 KiB |
| Minimum | 2016-01-01 00:00:00 |
|---|---|
| Maximum | 2021-10-07 00:00:00 |
Histogram with fixed size bins (bins=50)
temperature_max
Real number (ℝ)
HIGH CORRELATION
| Distinct | 786 |
|---|---|
| Distinct (%) | 7.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 64.483574 |
| Minimum | 12.9 |
|---|---|
| Maximum | 101.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 82.4 KiB |
Quantile statistics
| Minimum | 12.9 |
|---|---|
| 5-th percentile | 35.1 |
| Q1 | 49.1 |
| median | 65.4 |
| Q3 | 80.6 |
| 95-th percentile | 91.6 |
| Maximum | 101.2 |
| Range | 88.3 |
| Interquartile range (IQR) | 31.5 |
Descriptive statistics
| Standard deviation | 18.394022 |
|---|---|
| Coefficient of variation (CV) | 0.28525128 |
| Kurtosis | -1.0113355 |
| Mean | 64.483574 |
| Median Absolute Deviation (MAD) | 15.7 |
| Skewness | -0.1668509 |
| Sum | 678754.1 |
| Variance | 338.34004 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 81 | 52 | 0.5% |
| 82 | 44 | 0.4% |
| 72.9 | 44 | 0.4% |
| 82.8 | 43 | 0.4% |
| 46 | 42 | 0.4% |
| 61 | 42 | 0.4% |
| 88.3 | 42 | 0.4% |
| 85.5 | 41 | 0.4% |
| 77.5 | 39 | 0.4% |
| 49.6 | 39 | 0.4% |
| Other values (776) | 10098 |
| Value | Count | Frequency (%) |
| 12.9 | 1 | < 0.1% |
| 13.3 | 1 | < 0.1% |
| 13.8 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 14.2 | 1 | < 0.1% |
| 14.4 | 1 | < 0.1% |
| 15.3 | 1 | < 0.1% |
| 15.4 | 3 | |
| 15.7 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 101.2 | 1 | |
| 101 | 1 | |
| 100.4 | 1 | |
| 100.3 | 1 | |
| 100 | 1 | |
| 99.8 | 1 | |
| 99.5 | 2 | |
| 99.3 | 1 | |
| 99.2 | 2 | |
| 99.1 | 2 |
temperature_avg
Real number (ℝ)
HIGH CORRELATION
| Distinct | 762 |
|---|---|
| Distinct (%) | 7.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 56.924634 |
| Minimum | 7.3 |
|---|---|
| Maximum | 92 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 82.4 KiB |
Quantile statistics
| Minimum | 7.3 |
|---|---|
| 5-th percentile | 29.525 |
| Q1 | 42.6 |
| median | 57 |
| Q3 | 72.5 |
| 95-th percentile | 81.8 |
| Maximum | 92 |
| Range | 84.7 |
| Interquartile range (IQR) | 29.9 |
Descriptive statistics
| Standard deviation | 17.1851 |
|---|---|
| Coefficient of variation (CV) | 0.30189214 |
| Kurtosis | -1.0039705 |
| Mean | 56.924634 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | -0.15224912 |
| Sum | 599188.7 |
| Variance | 295.32765 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 75.5 | 40 | 0.4% |
| 76.2 | 37 | 0.4% |
| 71.7 | 34 | 0.3% |
| 49.1 | 33 | 0.3% |
| 74.6 | 33 | 0.3% |
| 73.5 | 33 | 0.3% |
| 42.1 | 33 | 0.3% |
| 72.5 | 32 | 0.3% |
| 75.8 | 31 | 0.3% |
| 79.1 | 31 | 0.3% |
| Other values (752) | 10189 |
| Value | Count | Frequency (%) |
| 7.3 | 1 | |
| 8.4 | 2 | |
| 8.6 | 1 | |
| 8.8 | 1 | |
| 9.3 | 1 | |
| 9.4 | 1 | |
| 9.6 | 1 | |
| 9.7 | 1 | |
| 9.8 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 92 | 2 | |
| 91.8 | 1 | |
| 91.7 | 1 | |
| 91.5 | 1 | |
| 91.4 | 1 | |
| 90.9 | 1 | |
| 90.8 | 1 | |
| 90.2 | 1 | |
| 89.8 | 1 | |
| 89.6 | 1 |
temperature_m
Real number (ℝ)
HIGH CORRELATION
| Distinct | 740 |
|---|---|
| Distinct (%) | 7.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.073523 |
| Minimum | -2.3 |
|---|---|
| Maximum | 85.5 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 2 |
| Negative (%) | < 0.1% |
| Memory size | 82.4 KiB |
Quantile statistics
| Minimum | -2.3 |
|---|---|
| 5-th percentile | 23.4 |
| Q1 | 36.7 |
| median | 49.6 |
| Q3 | 65.5 |
| 95-th percentile | 74.5 |
| Maximum | 85.5 |
| Range | 87.8 |
| Interquartile range (IQR) | 28.8 |
Descriptive statistics
| Standard deviation | 16.802664 |
|---|---|
| Coefficient of variation (CV) | 0.33555986 |
| Kurtosis | -0.94926296 |
| Mean | 50.073523 |
| Median Absolute Deviation (MAD) | 14.3 |
| Skewness | -0.14656756 |
| Sum | 527073.9 |
| Variance | 282.32953 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 70 | 61 | 0.6% |
| 70.5 | 55 | 0.5% |
| 71.2 | 53 | 0.5% |
| 69.1 | 50 | 0.5% |
| 37 | 49 | 0.5% |
| 73 | 45 | 0.4% |
| 72.3 | 45 | 0.4% |
| 69.3 | 45 | 0.4% |
| 70.3 | 44 | 0.4% |
| 36.1 | 43 | 0.4% |
| Other values (730) | 10036 |
| Value | Count | Frequency (%) |
| -2.3 | 1 | < 0.1% |
| -0.6 | 1 | < 0.1% |
| 0 | 2 | |
| 0.9 | 1 | < 0.1% |
| 1.6 | 1 | < 0.1% |
| 1.7 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 2.8 | 1 | < 0.1% |
| 3.4 | 1 | < 0.1% |
| 3.6 | 4 |
| Value | Count | Frequency (%) |
| 85.5 | 1 | < 0.1% |
| 84.2 | 2 | |
| 84 | 1 | < 0.1% |
| 83.1 | 2 | |
| 82.9 | 2 | |
| 82.8 | 1 | < 0.1% |
| 82.7 | 1 | < 0.1% |
| 82.6 | 3 | |
| 82.4 | 3 | |
| 82.1 | 1 | < 0.1% |
Dewpot_Max
Real number (ℝ)
HIGH CORRELATION
| Distinct | 785 |
|---|---|
| Distinct (%) | 7.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.731237 |
| Minimum | -14.1 |
|---|---|
| Maximum | 87.8 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 18 |
| Negative (%) | 0.2% |
| Memory size | 82.4 KiB |
Quantile statistics
| Minimum | -14.1 |
|---|---|
| 5-th percentile | 20.6 |
| Q1 | 37 |
| median | 52.5 |
| Q3 | 66.5 |
| 95-th percentile | 74.8 |
| Maximum | 87.8 |
| Range | 101.9 |
| Interquartile range (IQR) | 29.5 |
Descriptive statistics
| Standard deviation | 17.742545 |
|---|---|
| Coefficient of variation (CV) | 0.34973611 |
| Kurtosis | -0.69628263 |
| Mean | 50.731237 |
| Median Absolute Deviation (MAD) | 14.6 |
| Skewness | -0.39902333 |
| Sum | 533997 |
| Variance | 314.79792 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 69.6 | 52 | 0.5% |
| 68.4 | 51 | 0.5% |
| 73 | 49 | 0.5% |
| 70 | 48 | 0.5% |
| 68.7 | 47 | 0.4% |
| 72.3 | 47 | 0.4% |
| 71.2 | 47 | 0.4% |
| 68 | 46 | 0.4% |
| 71.1 | 46 | 0.4% |
| 71.8 | 46 | 0.4% |
| Other values (775) | 10047 |
| Value | Count | Frequency (%) |
| -14.1 | 1 | |
| -11.4 | 1 | |
| -9.4 | 1 | |
| -6.1 | 1 | |
| -6 | 1 | |
| -5.3 | 1 | |
| -4.9 | 1 | |
| -4.4 | 1 | |
| -3.5 | 1 | |
| -3.2 | 1 |
| Value | Count | Frequency (%) |
| 87.8 | 1 | |
| 85.8 | 1 | |
| 85.1 | 1 | |
| 84 | 1 | |
| 83.8 | 1 | |
| 82.6 | 2 | |
| 82.4 | 1 | |
| 82.2 | 1 | |
| 81.1 | 2 | |
| 81 | 1 |
Dewpot_Avg
Real number (ℝ)
HIGH CORRELATION
| Distinct | 811 |
|---|---|
| Distinct (%) | 7.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.318659 |
| Minimum | -18.8 |
|---|---|
| Maximum | 78.5 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 74 |
| Negative (%) | 0.7% |
| Memory size | 82.4 KiB |
Quantile statistics
| Minimum | -18.8 |
|---|---|
| 5-th percentile | 12.6 |
| Q1 | 29.7 |
| median | 45.2 |
| Q3 | 60.6 |
| 95-th percentile | 70.9 |
| Maximum | 78.5 |
| Range | 97.3 |
| Interquartile range (IQR) | 30.9 |
Descriptive statistics
| Standard deviation | 18.687459 |
|---|---|
| Coefficient of variation (CV) | 0.4216612 |
| Kurtosis | -0.81267361 |
| Mean | 44.318659 |
| Median Absolute Deviation (MAD) | 15.5 |
| Skewness | -0.29557406 |
| Sum | 466498.2 |
| Variance | 349.22112 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 54.6 | 30 | 0.3% |
| 51 | 30 | 0.3% |
| 63.7 | 30 | 0.3% |
| 66.8 | 30 | 0.3% |
| 56.2 | 30 | 0.3% |
| 66 | 29 | 0.3% |
| 68.9 | 29 | 0.3% |
| 65.7 | 28 | 0.3% |
| 61.5 | 28 | 0.3% |
| 29.5 | 28 | 0.3% |
| Other values (801) | 10234 |
| Value | Count | Frequency (%) |
| -18.8 | 1 | |
| -16.2 | 1 | |
| -13.9 | 1 | |
| -12 | 1 | |
| -11.5 | 1 | |
| -11.4 | 1 | |
| -11.1 | 1 | |
| -10.9 | 1 | |
| -9.7 | 1 | |
| -9.2 | 2 |
| Value | Count | Frequency (%) |
| 78.5 | 1 | < 0.1% |
| 77.7 | 1 | < 0.1% |
| 76.5 | 1 | < 0.1% |
| 76.4 | 1 | < 0.1% |
| 76.2 | 1 | < 0.1% |
| 76.1 | 1 | < 0.1% |
| 76 | 2 | |
| 75.9 | 3 | |
| 75.8 | 1 | < 0.1% |
| 75.7 | 2 |
Dewpot_M
Real number (ℝ)
HIGH CORRELATION
| Distinct | 836 |
|---|---|
| Distinct (%) | 7.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.771452 |
| Minimum | -26.7 |
|---|---|
| Maximum | 76.1 |
| Zeros | 5 |
| Zeros (%) | < 0.1% |
| Negative | 253 |
| Negative (%) | 2.4% |
| Memory size | 82.4 KiB |
Quantile statistics
| Minimum | -26.7 |
|---|---|
| 5-th percentile | 4.8 |
| Q1 | 22.3 |
| median | 38.7 |
| Q3 | 54.6 |
| 95-th percentile | 67.3 |
| Maximum | 76.1 |
| Range | 102.8 |
| Interquartile range (IQR) | 32.3 |
Descriptive statistics
| Standard deviation | 19.821558 |
|---|---|
| Coefficient of variation (CV) | 0.52477619 |
| Kurtosis | -0.8816216 |
| Mean | 37.771452 |
| Median Absolute Deviation (MAD) | 16.2 |
| Skewness | -0.20399153 |
| Sum | 397582.3 |
| Variance | 392.89417 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 28.9 | 41 | 0.4% |
| 36 | 41 | 0.4% |
| 28 | 39 | 0.4% |
| 28.6 | 37 | 0.4% |
| 39 | 36 | 0.3% |
| 43.2 | 36 | 0.3% |
| 21.9 | 35 | 0.3% |
| 52.7 | 35 | 0.3% |
| 64 | 35 | 0.3% |
| 55.2 | 34 | 0.3% |
| Other values (826) | 10157 |
| Value | Count | Frequency (%) |
| -26.7 | 1 | |
| -21.3 | 1 | |
| -19.9 | 1 | |
| -17.8 | 1 | |
| -17.5 | 1 | |
| -17 | 2 | |
| -16.8 | 1 | |
| -16.4 | 1 | |
| -15.9 | 2 | |
| -15.7 | 1 |
| Value | Count | Frequency (%) |
| 76.1 | 1 | < 0.1% |
| 75.2 | 1 | < 0.1% |
| 73.6 | 2 | |
| 73.5 | 1 | < 0.1% |
| 73.4 | 2 | |
| 73.3 | 2 | |
| 73.2 | 1 | < 0.1% |
| 73 | 1 | < 0.1% |
| 72.9 | 3 | |
| 72.7 | 3 |
humidity_max
Real number (ℝ)
HIGH CORRELATION
| Distinct | 71 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 82.31731 |
| Minimum | 27 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 82.4 KiB |
Quantile statistics
| Minimum | 27 |
|---|---|
| 5-th percentile | 56 |
| Q1 | 73 |
| median | 86 |
| Q3 | 94 |
| 95-th percentile | 98 |
| Maximum | 100 |
| Range | 73 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 13.812467 |
|---|---|
| Coefficient of variation (CV) | 0.16779541 |
| Kurtosis | -0.037361349 |
| Mean | 82.31731 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | -0.87109627 |
| Sum | 866472 |
| Variance | 190.78425 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 96 | 580 | 5.5% |
| 95 | 576 | 5.5% |
| 94 | 562 | 5.3% |
| 93 | 482 | 4.6% |
| 97 | 439 | 4.2% |
| 92 | 430 | 4.1% |
| 91 | 339 | 3.2% |
| 90 | 337 | 3.2% |
| 89 | 309 | 2.9% |
| 87 | 291 | 2.8% |
| Other values (61) | 6181 |
| Value | Count | Frequency (%) |
| 27 | 1 | < 0.1% |
| 31 | 1 | < 0.1% |
| 32 | 1 | < 0.1% |
| 33 | 2 | < 0.1% |
| 34 | 3 | < 0.1% |
| 35 | 4 | < 0.1% |
| 36 | 6 | |
| 37 | 6 | |
| 38 | 5 | < 0.1% |
| 39 | 13 |
| Value | Count | Frequency (%) |
| 100 | 276 | |
| 99 | 146 | 1.4% |
| 98 | 192 | 1.8% |
| 97 | 439 | |
| 96 | 580 | |
| 95 | 576 | |
| 94 | 562 | |
| 93 | 482 | |
| 92 | 430 | |
| 91 | 339 |
humidity_avg
Real number (ℝ)
HIGH CORRELATION
| Distinct | 204 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.483184 |
| Minimum | 20 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 82.4 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 40 |
| Q1 | 54 |
| median | 66 |
| Q3 | 77 |
| 95-th percentile | 90 |
| Maximum | 100 |
| Range | 80 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 15.441311 |
|---|---|
| Coefficient of variation (CV) | 0.23580575 |
| Kurtosis | -0.66162359 |
| Mean | 65.483184 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | -0.10913853 |
| Sum | 689276 |
| Variance | 238.43409 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 63 | 265 | 2.5% |
| 66 | 256 | 2.4% |
| 74 | 246 | 2.3% |
| 64 | 241 | 2.3% |
| 69 | 238 | 2.3% |
| 73 | 234 | 2.2% |
| 67 | 234 | 2.2% |
| 65 | 234 | 2.2% |
| 71 | 231 | 2.2% |
| 61 | 230 | 2.2% |
| Other values (194) | 8117 |
| Value | Count | Frequency (%) |
| 20 | 1 | < 0.1% |
| 22 | 2 | < 0.1% |
| 23 | 1 | < 0.1% |
| 24 | 5 | < 0.1% |
| 25 | 7 | |
| 25.9 | 1 | < 0.1% |
| 26 | 3 | < 0.1% |
| 27 | 7 | |
| 28 | 17 | |
| 28.1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 5 | < 0.1% |
| 99 | 2 | < 0.1% |
| 98 | 17 | 0.2% |
| 97 | 27 | 0.3% |
| 96 | 50 | |
| 95 | 55 | |
| 94 | 66 | |
| 93 | 92 | |
| 92 | 99 | |
| 91 | 100 |
humidity_m
Real number (ℝ)
HIGH CORRELATION
| Distinct | 95 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.947653 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 82.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 22 |
| Q1 | 35 |
| median | 45 |
| Q3 | 57 |
| 95-th percentile | 78 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 16.672586 |
|---|---|
| Coefficient of variation (CV) | 0.3551314 |
| Kurtosis | -0.20719391 |
| Mean | 46.947653 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 0.48408757 |
| Sum | 494171 |
| Variance | 277.97512 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 38 | 281 | 2.7% |
| 42 | 272 | 2.6% |
| 40 | 268 | 2.5% |
| 34 | 264 | 2.5% |
| 36 | 262 | 2.5% |
| 41 | 257 | 2.4% |
| 44 | 257 | 2.4% |
| 43 | 252 | 2.4% |
| 35 | 249 | 2.4% |
| 33 | 246 | 2.3% |
| Other values (85) | 7918 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 3 | < 0.1% |
| 11 | 6 | 0.1% |
| 12 | 9 | |
| 13 | 15 | |
| 14 | 12 |
| Value | Count | Frequency (%) |
| 100 | 1 | < 0.1% |
| 99 | 1 | < 0.1% |
| 97 | 1 | < 0.1% |
| 96 | 6 | 0.1% |
| 95 | 12 | |
| 94 | 17 | |
| 93 | 14 | |
| 92 | 19 | |
| 91 | 19 | |
| 90 | 14 |
Wdspeed_Max
Real number (ℝ)
HIGH CORRELATION
| Distinct | 372 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.373371 |
| Minimum | 0 |
|---|---|
| Maximum | 104.5 |
| Zeros | 15 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 82.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 6.9 |
| median | 14 |
| Q3 | 19.9 |
| 95-th percentile | 30.6 |
| Maximum | 104.5 |
| Range | 104.5 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 9.2534788 |
|---|---|
| Coefficient of variation (CV) | 0.64379323 |
| Kurtosis | 2.1202041 |
| Mean | 14.373371 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.89985722 |
| Sum | 151294.1 |
| Variance | 85.62687 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 17 | 401 | 3.8% |
| 13 | 385 | 3.7% |
| 15 | 341 | 3.2% |
| 11 | 320 | 3.0% |
| 19 | 283 | 2.7% |
| 21 | 267 | 2.5% |
| 2.9 | 238 | 2.3% |
| 14 | 227 | 2.2% |
| 12 | 227 | 2.2% |
| 2.5 | 226 | 2.1% |
| Other values (362) | 7611 |
| Value | Count | Frequency (%) |
| 0 | 15 | 0.1% |
| 0.2 | 12 | 0.1% |
| 0.4 | 27 | 0.3% |
| 0.7 | 3 | < 0.1% |
| 0.9 | 38 | 0.4% |
| 1 | 1 | < 0.1% |
| 1.1 | 65 | |
| 1.3 | 83 | |
| 1.6 | 27 | 0.3% |
| 1.8 | 124 |
| Value | Count | Frequency (%) |
| 104.5 | 1 | |
| 76.1 | 1 | |
| 74.3 | 1 | |
| 72.9 | 1 | |
| 70.3 | 1 | |
| 66.9 | 1 | |
| 64 | 1 | |
| 61.1 | 1 | |
| 60.2 | 1 | |
| 59.5 | 1 |
Wdspeed_Avg
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 186 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4036386 |
| Minimum | 0 |
|---|---|
| Maximum | 28 |
| Zeros | 505 |
| Zeros (%) | 4.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 82.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 0.6 |
| median | 2.5 |
| Q3 | 5.3 |
| 95-th percentile | 9.9 |
| Maximum | 28 |
| Range | 28 |
| Interquartile range (IQR) | 4.7 |
Descriptive statistics
| Standard deviation | 3.3231698 |
|---|---|
| Coefficient of variation (CV) | 0.97635801 |
| Kurtosis | 2.0471715 |
| Mean | 3.4036386 |
| Median Absolute Deviation (MAD) | 2.1 |
| Skewness | 1.3061319 |
| Sum | 35826.7 |
| Variance | 11.043458 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.1 | 814 | 7.7% |
| 0 | 505 | 4.8% |
| 0.2 | 501 | 4.8% |
| 0.3 | 311 | 3.0% |
| 0.4 | 274 | 2.6% |
| 0.5 | 216 | 2.1% |
| 0.6 | 200 | 1.9% |
| 0.7 | 188 | 1.8% |
| 1.9 | 163 | 1.5% |
| 0.8 | 163 | 1.5% |
| Other values (176) | 7191 |
| Value | Count | Frequency (%) |
| 0 | 505 | |
| 0.1 | 814 | |
| 0.2 | 501 | |
| 0.3 | 311 | 3.0% |
| 0.4 | 274 | 2.6% |
| 0.5 | 216 | 2.1% |
| 0.6 | 200 | 1.9% |
| 0.7 | 188 | 1.8% |
| 0.8 | 163 | 1.5% |
| 0.9 | 129 | 1.2% |
| Value | Count | Frequency (%) |
| 28 | 1 | |
| 23 | 2 | |
| 22.6 | 1 | |
| 22 | 1 | |
| 21.9 | 1 | |
| 20.3 | 1 | |
| 19.9 | 1 | |
| 19.5 | 1 | |
| 19 | 1 | |
| 18.6 | 1 |
Wdspeed_M
Real number (ℝ)
ZEROS
| Distinct | 35 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.15508265 |
| Minimum | 0 |
|---|---|
| Maximum | 20 |
| Zeros | 9827 |
| Zeros (%) | 93.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 82.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.9 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.8400194 |
|---|---|
| Coefficient of variation (CV) | 5.4165917 |
| Kurtosis | 132.53305 |
| Mean | 0.15508265 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.73721 |
| Sum | 1632.4 |
| Variance | 0.7056326 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=35)
| Value | Count | Frequency (%) |
| 0 | 9827 | |
| 0.9 | 204 | 1.9% |
| 2 | 146 | 1.4% |
| 1 | 101 | 1.0% |
| 3 | 44 | 0.4% |
| 2.9 | 32 | 0.3% |
| 6 | 24 | 0.2% |
| 1.3 | 19 | 0.2% |
| 1.1 | 17 | 0.2% |
| 7 | 16 | 0.2% |
| Other values (25) | 96 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 9827 | |
| 0.9 | 204 | 1.9% |
| 1 | 101 | 1.0% |
| 1.1 | 17 | 0.2% |
| 1.3 | 19 | 0.2% |
| 1.6 | 10 | 0.1% |
| 1.8 | 9 | 0.1% |
| 2 | 146 | 1.4% |
| 2.2 | 3 | < 0.1% |
| 2.5 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 20 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 14.8 | 1 | < 0.1% |
| 14 | 3 | |
| 13 | 1 | < 0.1% |
| 12 | 3 | |
| 10 | 3 | |
| 9 | 2 | |
| 8.1 | 1 | < 0.1% |
Pressure_Max
Real number (ℝ)
HIGH CORRELATION
| Distinct | 182 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.077114 |
| Minimum | 28.82 |
|---|---|
| Maximum | 32.19 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 82.4 KiB |
Quantile statistics
| Minimum | 28.82 |
|---|---|
| 5-th percentile | 29.56 |
| Q1 | 29.94 |
| median | 30.09 |
| Q3 | 30.24 |
| 95-th percentile | 30.48 |
| Maximum | 32.19 |
| Range | 3.37 |
| Interquartile range (IQR) | 0.3 |
Descriptive statistics
| Standard deviation | 0.26886179 |
|---|---|
| Coefficient of variation (CV) | 0.0089390821 |
| Kurtosis | 1.3317876 |
| Mean | 30.077114 |
| Median Absolute Deviation (MAD) | 0.15 |
| Skewness | -0.48219684 |
| Sum | 316591.7 |
| Variance | 0.072286662 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 30.09 | 230 | 2.2% |
| 30.1 | 222 | 2.1% |
| 30.14 | 218 | 2.1% |
| 30.11 | 213 | 2.0% |
| 30.06 | 200 | 1.9% |
| 30.03 | 196 | 1.9% |
| 30.08 | 189 | 1.8% |
| 30.07 | 189 | 1.8% |
| 30.2 | 189 | 1.8% |
| 30.16 | 187 | 1.8% |
| Other values (172) | 8493 |
| Value | Count | Frequency (%) |
| 28.82 | 1 | < 0.1% |
| 28.92 | 2 | |
| 28.99 | 3 | |
| 29.01 | 1 | < 0.1% |
| 29.04 | 1 | < 0.1% |
| 29.06 | 1 | < 0.1% |
| 29.07 | 1 | < 0.1% |
| 29.09 | 2 | |
| 29.1 | 1 | < 0.1% |
| 29.11 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 32.19 | 1 | < 0.1% |
| 31.61 | 1 | < 0.1% |
| 30.86 | 1 | < 0.1% |
| 30.85 | 1 | < 0.1% |
| 30.84 | 1 | < 0.1% |
| 30.82 | 2 | < 0.1% |
| 30.77 | 5 | |
| 30.76 | 3 | < 0.1% |
| 30.75 | 7 | |
| 30.74 | 8 |
Pressure_M
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 213 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.843182 |
| Minimum | 0 |
|---|---|
| Maximum | 30.68 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 82.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 29.27 |
| Q1 | 29.71 |
| median | 29.88 |
| Q3 | 30.04 |
| 95-th percentile | 30.27 |
| Maximum | 30.68 |
| Range | 30.68 |
| Interquartile range (IQR) | 0.33 |
Descriptive statistics
| Standard deviation | 0.42080235 |
|---|---|
| Coefficient of variation (CV) | 0.014100452 |
| Kurtosis | 2405.7844 |
| Mean | 29.843182 |
| Median Absolute Deviation (MAD) | 0.17 |
| Skewness | -34.413134 |
| Sum | 314129.33 |
| Variance | 0.17707462 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 29.92 | 197 | 1.9% |
| 29.83 | 197 | 1.9% |
| 29.91 | 192 | 1.8% |
| 29.85 | 184 | 1.7% |
| 29.93 | 183 | 1.7% |
| 29.96 | 179 | 1.7% |
| 29.88 | 179 | 1.7% |
| 29.98 | 177 | 1.7% |
| 29.87 | 173 | 1.6% |
| 29.9 | 172 | 1.6% |
| Other values (203) | 8693 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 24.42 | 1 | |
| 26.95 | 1 | |
| 28.01 | 1 | |
| 28.39 | 1 | |
| 28.43 | 1 | |
| 28.48 | 1 | |
| 28.5 | 2 | |
| 28.51 | 1 | |
| 28.53 | 2 |
| Value | Count | Frequency (%) |
| 30.68 | 1 | < 0.1% |
| 30.65 | 1 | < 0.1% |
| 30.64 | 1 | < 0.1% |
| 30.62 | 1 | < 0.1% |
| 30.61 | 2 | < 0.1% |
| 30.6 | 3 | |
| 30.59 | 1 | < 0.1% |
| 30.58 | 3 | |
| 30.57 | 5 | |
| 30.56 | 1 | < 0.1% |
precipitation_total
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 226 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.12535056 |
| Minimum | 0 |
|---|---|
| Maximum | 6.84 |
| Zeros | 6528 |
| Zeros (%) | 62.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 82.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.06 |
| 95-th percentile | 0.77 |
| Maximum | 6.84 |
| Range | 6.84 |
| Interquartile range (IQR) | 0.06 |
Descriptive statistics
| Standard deviation | 0.34180889 |
|---|---|
| Coefficient of variation (CV) | 2.7268238 |
| Kurtosis | 48.83931 |
| Mean | 0.12535056 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.4198905 |
| Sum | 1319.44 |
| Variance | 0.11683332 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 6528 | |
| 0.01 | 589 | 5.6% |
| 0.02 | 262 | 2.5% |
| 0.03 | 168 | 1.6% |
| 0.04 | 151 | 1.4% |
| 0.05 | 141 | 1.3% |
| 0.06 | 112 | 1.1% |
| 0.07 | 112 | 1.1% |
| 0.08 | 97 | 0.9% |
| 0.09 | 90 | 0.9% |
| Other values (216) | 2276 | 21.6% |
| Value | Count | Frequency (%) |
| 0 | 6528 | |
| 0.01 | 589 | 5.6% |
| 0.02 | 262 | 2.5% |
| 0.03 | 168 | 1.6% |
| 0.04 | 151 | 1.4% |
| 0.05 | 141 | 1.3% |
| 0.06 | 112 | 1.1% |
| 0.07 | 112 | 1.1% |
| 0.08 | 97 | 0.9% |
| 0.09 | 90 | 0.9% |
| Value | Count | Frequency (%) |
| 6.84 | 1 | |
| 5.72 | 1 | |
| 4.61 | 1 | |
| 4.41 | 1 | |
| 4.4 | 1 | |
| 4.1 | 1 | |
| 3.92 | 1 | |
| 3.8 | 1 | |
| 3.79 | 1 | |
| 3.35 | 1 |
Unnamed: 23
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10526 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 82.4 KiB |
Unnamed: 24
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10526 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 82.4 KiB |
Unnamed: 25
Categorical
CONSTANT MISSING
| Distinct | 1 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 10525 |
| Missing (%) | > 99.9% |
| Memory size | 82.4 KiB |
| 1.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 3 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 1.0 |
|---|
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1 | < 0.1% |
| (Missing) | 10525 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1 | |
| . | 1 | |
| 0 | 1 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2 | |
| Other Punctuation | 1 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0 | 1 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1 | |
| . | 1 | |
| 0 | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1 | |
| . | 1 | |
| 0 | 1 |
| Borough | City | Dewpot_Avg | Dewpot_M | Dewpot_Max | Pressure_M | Pressure_Max | Station | Wdspeed_Avg | Wdspeed_M | Wdspeed_Max | humidity_avg | humidity_m | humidity_max | latitude | longitude | precipitation_total | temperature_avg | temperature_m | temperature_max | zipcode | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Borough | 1.000 | 1.000 | 0.006 | 0.007 | 0.003 | 0.188 | 0.187 | 1.000 | -0.198 | -0.027 | -0.137 | 0.074 | 0.064 | 0.019 | 1.000 | 1.000 | -0.000 | -0.019 | -0.026 | -0.013 | -0.100 |
| City | 1.000 | 1.000 | 0.016 | 0.014 | 0.015 | 0.159 | 0.161 | 1.000 | -0.519 | -0.124 | -0.456 | 0.079 | 0.066 | 0.048 | 1.000 | 1.000 | 0.000 | -0.012 | -0.020 | -0.008 | -0.500 |
| Dewpot_Avg | 0.006 | 0.016 | 1.000 | 0.982 | 0.978 | -0.099 | -0.306 | 0.043 | -0.214 | -0.142 | -0.170 | 0.499 | 0.403 | 0.459 | 0.043 | 0.043 | 0.209 | 0.932 | 0.941 | 0.904 | -0.012 |
| Dewpot_M | 0.007 | 0.014 | 0.982 | 1.000 | 0.937 | -0.066 | -0.297 | 0.044 | -0.217 | -0.133 | -0.183 | 0.503 | 0.448 | 0.425 | 0.044 | 0.044 | 0.180 | 0.907 | 0.927 | 0.874 | -0.007 |
| Dewpot_Max | 0.003 | 0.015 | 0.978 | 0.937 | 1.000 | -0.133 | -0.304 | 0.039 | -0.198 | -0.142 | -0.146 | 0.444 | 0.326 | 0.466 | 0.039 | 0.039 | 0.219 | 0.931 | 0.929 | 0.914 | -0.019 |
| Pressure_M | 0.188 | 0.159 | -0.099 | -0.066 | -0.133 | 1.000 | 0.839 | 0.000 | -0.074 | 0.002 | -0.119 | -0.204 | -0.119 | -0.331 | 0.000 | 0.000 | -0.328 | -0.044 | -0.039 | -0.048 | 0.069 |
| Pressure_Max | 0.187 | 0.161 | -0.306 | -0.297 | -0.304 | 0.839 | 1.000 | 0.212 | 0.012 | 0.031 | -0.016 | -0.194 | -0.120 | -0.283 | 0.212 | 0.212 | -0.221 | -0.280 | -0.282 | -0.275 | 0.064 |
| Station | 1.000 | 1.000 | 0.043 | 0.044 | 0.039 | 0.000 | 0.212 | 1.000 | -0.632 | -0.123 | -0.598 | 0.002 | 0.016 | -0.043 | 1.000 | 1.000 | -0.005 | 0.005 | 0.013 | -0.008 | -0.600 |
| Wdspeed_Avg | -0.198 | -0.519 | -0.214 | -0.217 | -0.198 | -0.074 | 0.012 | -0.632 | 1.000 | 0.391 | 0.890 | -0.202 | -0.161 | -0.199 | 0.364 | 0.364 | -0.012 | -0.160 | -0.163 | -0.155 | 0.749 |
| Wdspeed_M | -0.027 | -0.124 | -0.142 | -0.133 | -0.142 | 0.002 | 0.031 | -0.123 | 0.391 | 1.000 | 0.259 | -0.130 | -0.069 | -0.162 | 0.083 | 0.083 | -0.047 | -0.112 | -0.100 | -0.123 | 0.223 |
| Wdspeed_Max | -0.137 | -0.456 | -0.170 | -0.183 | -0.146 | -0.119 | -0.016 | -0.598 | 0.890 | 0.259 | 1.000 | -0.146 | -0.133 | -0.128 | 0.402 | 0.402 | 0.051 | -0.131 | -0.141 | -0.121 | 0.725 |
| humidity_avg | 0.074 | 0.079 | 0.499 | 0.503 | 0.444 | -0.204 | -0.194 | 0.002 | -0.202 | -0.130 | -0.146 | 1.000 | 0.896 | 0.851 | 0.117 | 0.117 | 0.554 | 0.172 | 0.229 | 0.135 | -0.040 |
| humidity_m | 0.064 | 0.066 | 0.403 | 0.448 | 0.326 | -0.119 | -0.120 | 0.016 | -0.161 | -0.069 | -0.133 | 0.896 | 1.000 | 0.630 | 0.086 | 0.086 | 0.439 | 0.087 | 0.164 | 0.023 | -0.013 |
| humidity_max | 0.019 | 0.048 | 0.459 | 0.425 | 0.466 | -0.331 | -0.283 | -0.043 | -0.199 | -0.162 | -0.128 | 0.851 | 0.630 | 1.000 | 0.163 | 0.163 | 0.586 | 0.197 | 0.215 | 0.191 | -0.115 |
| latitude | 1.000 | 1.000 | 0.043 | 0.044 | 0.039 | 0.000 | 0.212 | 1.000 | 0.364 | 0.083 | 0.402 | 0.117 | 0.086 | 0.163 | 1.000 | 1.000 | -0.006 | 0.012 | 0.029 | -0.009 | -0.100 |
| longitude | 1.000 | 1.000 | 0.043 | 0.044 | 0.039 | 0.000 | 0.212 | 1.000 | 0.364 | 0.083 | 0.402 | 0.117 | 0.086 | 0.163 | 1.000 | 1.000 | -0.007 | 0.005 | 0.023 | -0.014 | 0.300 |
| precipitation_total | -0.000 | 0.000 | 0.209 | 0.180 | 0.219 | -0.328 | -0.221 | -0.005 | -0.012 | -0.047 | 0.051 | 0.554 | 0.439 | 0.586 | -0.006 | -0.007 | 1.000 | 0.030 | 0.065 | 0.006 | -0.003 |
| temperature_avg | -0.019 | -0.012 | 0.932 | 0.907 | 0.931 | -0.044 | -0.280 | 0.005 | -0.160 | -0.112 | -0.131 | 0.172 | 0.087 | 0.197 | 0.012 | 0.005 | 0.030 | 1.000 | 0.983 | 0.986 | 0.005 |
| temperature_m | -0.026 | -0.020 | 0.941 | 0.927 | 0.929 | -0.039 | -0.282 | 0.013 | -0.163 | -0.100 | -0.141 | 0.229 | 0.164 | 0.215 | 0.029 | 0.023 | 0.065 | 0.983 | 1.000 | 0.949 | 0.018 |
| temperature_max | -0.013 | -0.008 | 0.904 | 0.874 | 0.914 | -0.048 | -0.275 | -0.008 | -0.155 | -0.123 | -0.121 | 0.135 | 0.023 | 0.191 | -0.009 | -0.014 | 0.006 | 0.986 | 0.949 | 1.000 | 0.000 |
| zipcode | -0.100 | -0.500 | -0.012 | -0.007 | -0.019 | 0.069 | 0.064 | -0.600 | 0.749 | 0.223 | 0.725 | -0.040 | -0.013 | -0.115 | -0.100 | 0.300 | -0.003 | 0.005 | 0.018 | 0.000 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Station | latitude | longitude | Borough | City | State | zipcode | wdate | temperature_max | temperature_avg | temperature_m | Dewpot_Max | Dewpot_Avg | Dewpot_M | humidity_max | humidity_avg | humidity_m | Wdspeed_Max | Wdspeed_Avg | Wdspeed_M | Pressure_Max | Pressure_M | precipitation_total | Unnamed: 23 | Unnamed: 24 | Unnamed: 25 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | KNYBRONX14 | 40.8616 | -73.8809 | Bronx | Botanical Garden | NY | 10458 | 2016-01-01 | 41.2 | 38.1 | 33.9 | 26.9 | 21.9 | 16.9 | 60 | 51.0 | 45 | 28.4 | 11.3 | 1.3 | 30.10 | 29.96 | 0.0 | NaN | NaN | NaN |
| 1 | KNYBRONX14 | 40.8616 | -73.8809 | Bronx | Botanical Garden | NY | 10458 | 2016-01-02 | 39.4 | 35.2 | 32.4 | 19.3 | 17.5 | 14.0 | 56 | 48.0 | 42 | 25.3 | 10.1 | 0.0 | 30.11 | 29.95 | 0.0 | NaN | NaN | NaN |
| 2 | KNYBRONX14 | 40.8616 | -73.8809 | Bronx | Botanical Garden | NY | 10458 | 2016-01-03 | 44.7 | 38.6 | 34.5 | 23.5 | 21.1 | 19.5 | 60 | 49.0 | 36 | 28.4 | 10.8 | 1.6 | 29.97 | 29.78 | 0.0 | NaN | NaN | NaN |
| 3 | KNYBRONX14 | 40.8616 | -73.8809 | Bronx | Botanical Garden | NY | 10458 | 2016-01-04 | 35.6 | 25.9 | 12.1 | 23.8 | 9.0 | -0.8 | 62 | 48.0 | 31 | 36.5 | 10.2 | 1.1 | 30.39 | 29.86 | 0.0 | NaN | NaN | NaN |
| 4 | KNYBRONX14 | 40.8616 | -73.8809 | Bronx | Botanical Garden | NY | 10458 | 2016-01-05 | 28.8 | 18.5 | 10.0 | 6.5 | -0.2 | -6.9 | 64 | 45.0 | 21 | 27.5 | 6.2 | 0.0 | 30.64 | 30.37 | 0.0 | NaN | NaN | NaN |
| 5 | KNYBRONX14 | 40.8616 | -73.8809 | Bronx | Botanical Garden | NY | 10458 | 2016-01-06 | 42.1 | 31.8 | 21.3 | 10.9 | 4.0 | -2.6 | 53 | 32.0 | 15 | 17.7 | 4.7 | 0.0 | 30.60 | 30.41 | 0.0 | NaN | NaN | NaN |
| 6 | KNYBRONX14 | 40.8616 | -73.8809 | Bronx | Botanical Garden | NY | 10458 | 2016-01-07 | 46.7 | 37.1 | 28.1 | 16.1 | 10.1 | 3.6 | 49 | 33.0 | 17 | 11.6 | 2.5 | 0.0 | 30.42 | 30.18 | 0.0 | NaN | NaN | NaN |
| 7 | KNYBRONX14 | 40.8616 | -73.8809 | Bronx | Botanical Garden | NY | 10458 | 2016-01-08 | 43.1 | 37.7 | 30.4 | 34.0 | 24.5 | 8.7 | 72 | 59.0 | 36 | 23.0 | 5.4 | 0.0 | 30.26 | 30.16 | 0.0 | NaN | NaN | NaN |
| 8 | KNYBRONX14 | 40.8616 | -73.8809 | Bronx | Botanical Garden | NY | 10458 | 2016-01-09 | 44.7 | 42.2 | 38.2 | 43.0 | 37.3 | 31.0 | 94 | 82.0 | 71 | 25.7 | 6.5 | 0.0 | 30.23 | 30.05 | 0.0 | NaN | NaN | NaN |
| 9 | KNYBRONX14 | 40.8616 | -73.8809 | Bronx | Botanical Garden | NY | 10458 | 2016-01-10 | 57.1 | 49.4 | 40.3 | 55.8 | 43.8 | 23.5 | 97 | 83.0 | 46 | 52.3 | 14.2 | 0.0 | 30.06 | 29.29 | 2.0 | NaN | NaN | NaN |
| Station | latitude | longitude | Borough | City | State | zipcode | wdate | temperature_max | temperature_avg | temperature_m | Dewpot_Max | Dewpot_Avg | Dewpot_M | humidity_max | humidity_avg | humidity_m | Wdspeed_Max | Wdspeed_Avg | Wdspeed_M | Pressure_Max | Pressure_M | precipitation_total | Unnamed: 23 | Unnamed: 24 | Unnamed: 25 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 10516 | KNYNEWYO103 | 40.5674 | -74.1343 | Staten Island | Richmondtown | NY | 10308 | 2021-09-28 | 73.9 | 67.5 | 61.2 | 66.4 | 60.4 | 50.5 | 94 | 78.0 | 68 | 12.0 | 1.3 | 0.0 | 29.88 | 29.78 | 0.15 | NaN | NaN | NaN |
| 10517 | KNYNEWYO103 | 40.5674 | -74.1343 | Staten Island | Richmondtown | NY | 10308 | 2021-09-29 | 69.4 | 61.4 | 52.5 | 50.5 | 46.3 | 42.3 | 79 | 59.0 | 42 | 12.0 | 1.4 | 0.0 | 30.01 | 29.88 | 0.00 | NaN | NaN | NaN |
| 10518 | KNYNEWYO103 | 40.5674 | -74.1343 | Staten Island | Richmondtown | NY | 10308 | 2021-09-30 | 66.9 | 61.2 | 55.4 | 50.0 | 47.6 | 45.0 | 75 | 62.0 | 47 | 11.0 | 0.9 | 0.0 | 30.17 | 30.01 | 0.00 | NaN | NaN | NaN |
| 10519 | KNYNEWYO103 | 40.5674 | -74.1343 | Staten Island | Richmondtown | NY | 10308 | 2021-10-01 | 69.4 | 58.3 | 46.9 | 50.9 | 46.9 | 43.0 | 88 | 68.0 | 43 | 11.0 | 0.9 | 0.0 | 30.25 | 30.16 | 0.01 | NaN | NaN | NaN |
| 10520 | KNYNEWYO103 | 40.5674 | -74.1343 | Staten Island | Richmondtown | NY | 10308 | 2021-10-02 | 76.8 | 62.6 | 50.0 | 58.6 | 53.1 | 47.1 | 91 | 73.0 | 46 | 15.0 | 1.3 | 0.0 | 30.19 | 30.02 | 0.00 | NaN | NaN | NaN |
| 10521 | KNYNEWYO103 | 40.5674 | -74.1343 | Staten Island | Richmondtown | NY | 10308 | 2021-10-03 | 79.7 | 67.1 | 53.8 | 68.0 | 61.1 | 52.3 | 97 | 82.0 | 52 | 8.0 | 0.5 | 0.0 | 30.03 | 29.88 | 0.00 | NaN | NaN | 1.0 |
| 10522 | KNYNEWYO103 | 40.5674 | -74.1343 | Staten Island | Richmondtown | NY | 10308 | 2021-10-04 | 75.2 | 68.8 | 62.6 | 69.3 | 65.9 | 60.8 | 96 | 91.0 | 80 | 7.0 | 0.2 | 0.0 | 30.05 | 29.86 | 0.14 | NaN | NaN | NaN |
| 10523 | KNYNEWYO103 | 40.5674 | -74.1343 | Staten Island | Richmondtown | NY | 10308 | 2021-10-05 | 66.6 | 62.9 | 60.3 | 61.2 | 59.6 | 58.6 | 95 | 89.0 | 79 | 4.0 | 0.1 | 0.0 | 30.31 | 30.04 | 0.03 | NaN | NaN | NaN |
| 10524 | KNYNEWYO103 | 40.5674 | -74.1343 | Staten Island | Richmondtown | NY | 10308 | 2021-10-06 | 70.3 | 65.2 | 61.9 | 62.2 | 60.4 | 58.3 | 94 | 85.0 | 74 | 5.0 | 0.1 | 0.0 | 30.37 | 30.29 | 0.00 | NaN | NaN | NaN |
| 10525 | KNYNEWYO103 | 40.5674 | -74.1343 | Staten Island | Richmondtown | NY | 10308 | 2021-10-07 | 76.3 | 65.0 | 59.2 | 65.5 | 61.2 | 58.3 | 98 | 88.0 | 65 | 5.0 | 0.2 | 0.0 | 30.31 | 30.18 | 0.00 | NaN | NaN | NaN |